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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
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(function() {
function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
codeBlock.parentElement.appendChild(btn);
});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2

, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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m4n1kya/README.md
Typing Animation

Manikya N.

Full-stack architect and system design engineer specializing in building high-performance, cloud-native applications with modern frontend technologies and scalable backend infrastructure. Experienced in architecting MERN-based solutions, AI-integrated platforms, secure RESTful APIs, and responsive user interfaces. Committed to delivering production-grade software that is performant, resilient, and user-centric.


Portfolio

Core Focus Areas:

  • Frontend Engineering – React, Next.js, TypeScript, Tailwind CSS
  • Backend Development – Node.js, Express, Spring Boot, Microservices
  • System Design – Scalable APIs, Distributed Systems, Cloud Architecture
  • AI Integration – LLMs, Gemini API, Ollama, Qwen2.5


Technical Skills

Languages & Frameworks

Frontend & Backend

Databases & ORM

DevOps & Cloud

Developer Tools


What I Build

Full-Stack Applications

Production-grade applications with clean architecture, modular design, and seamless frontend-backend integration using the MERN stack and Spring Boot.

Scalable Systems

Cloud-native, high-availability systems on AWS with containerization, CI/CD pipelines, and microservices designed for horizontal scaling.

Performance Engineering

Low-latency backends and optimized frontends focused on high concurrency, efficient data flow, and measurable performance improvements.

Secure & Reliable APIs

Well-structured RESTful APIs with authentication, authorization, input validation, and observability — built for real-world reliability.


Projects

AshenRitual – Full-Stack E-Commerce Platform

Live Demo | Feb 2026 - Present
Next.js, TypeScript, NestJS, PostgreSQL, Prisma, REST APIs, JWT, Gemini API

  • Architected a scalable full-stack e-commerce platform with 50+ REST API endpoints across 25+ Prisma models.
  • Secured 20+ routes with JWT authentication, HTTP‑only refresh tokens, RBAC, bcrypt, Helmet, and rate limiting.
  • Built VESPER, an AI-powered wardrobe intelligence system using Google Gemini API for personalized outfit recommendations.
  • Implemented responsive UI using Tailwind CSS, Framer Motion, and React Server Components for performance and SEO.

Uni‑Verse – Campus Resource Management Platform

Mar 2025 - Jul 2025
React, Node.js, Express.js, MongoDB, REST APIs, JWT, RBAC, Tailwind CSS

  • Led end-to-end development of a MERN-based campus platform with 20+ RESTful APIs for resource booking and user management.
  • Implemented JWT authentication and role-based access control across 3 user roles for secure permission-based access.
  • Built MongoDB aggregation pipelines for analytics dashboards and integrated an AI-powered assistant for campus queries.

Beacon – Building Energy Analytics & Control Optimization Network

May 2026 - Jul 2026
Python, EnergyPlus, Qwen2.5, Ollama, Streamlit, Pandas, Plotly

  • Built an automated energy optimization platform integrating EnergyPlus building simulations with Qwen2.5 through Ollama.
  • Engineered a modular Python pipeline to automate simulation execution, process energy data, and generate AI-driven recommendations, achieving a 3.57% reduction in simulated electricity consumption.
  • Created interactive Streamlit dashboards with Plotly visualizations for real‑time building energy performance monitoring.

Contribution Graph

Contribution Graph


GitHub Analytics

GitHub Streak

Connect



Swervin Animation

Pinned Loading

  1. ASHENRITUALASHENRITUALPublic

    Luxury AI Menswear Platform powered by Vesper.

    TypeScript 3

  2. BeaconBeaconPublic

    Multi-agent AI system for intelligent building energy optimization using EnergyPlus and LLM-driven decision making.

    HTML 2

  3. Uni-VerseUni-VersePublic

    AI-powered campus resource management platform that centralizes academic services, events, navigation, and student assistance.

    TypeScript 2

  4. ASHEN-VECTORASHEN-VECTORPublic

    Experimental Quantitative Market Intelligence and Systematic Research Platform

    Python 1

  5. LibraryManagementLibraryManagementPublic

    Library management system for catalog management, book borrowing, user records, and inventory tracking.

    HTML 1

  6. Campus-Course-Records-Manager-ProjectCampus-Course-Records-Manager-ProjectPublic

    ava-based course and student records management system with enrollment, grading, and academic administration features.

    Java 2